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Local linear estimate of the nonparametric robust regression in functional data
Journal article   Peer reviewed

Local linear estimate of the nonparametric robust regression in functional data

Faiza Belarbi, Souheyla Chemikh and Ali Laksaci
Statistics & probability letters, Vol.134, pp.128-133
03/2018
DOI: https://doi.org/10.1016/j.spl.2017.11.003

Abstract

Almost complete convergence Asymptotic normality Functional data analysis Local linear method Robust estimation
In this paper, we study the robust estimation of the functional local linear regression model. The main results of this work are the establishment of the almost complete convergence as well as the asymptotic normality for the constructed estimator.

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